Search Results for author: Siyang Wu

Found 5 papers, 3 papers with code

A Compact LSTM-SVM Fusion Model for Long-Duration Cardiovascular Diseases Detection

no code implementations20 Nov 2023 Siyang Wu

Globally, cardiovascular diseases (CVDs) are the leading cause of mortality, accounting for an estimated 17. 9 million deaths annually.

Fraud Detection Management

Adversarial Examples in the Physical World: A Survey

1 code implementation1 Nov 2023 Jiakai Wang, Donghua Wang, Jin Hu, Siyang Wu, Tingsong Jiang, Wen Yao, Aishan Liu, Xianglong Liu

However, current research on physical adversarial examples (PAEs) lacks a comprehensive understanding of their unique characteristics, leading to limited significance and understanding.

Automatic Truss Design with Reinforcement Learning

1 code implementation27 Jun 2023 Weihua Du, Jinglun Zhao, Chao Yu, Xingcheng Yao, Zimeng Song, Siyang Wu, Ruifeng Luo, Zhiyuan Liu, Xianzhong Zhao, Yi Wu

Directly applying end-to-end reinforcement learning (RL) methods to truss layout design is infeasible either, since only a tiny portion of the entire layout space is valid under the physical constraints, leading to particularly sparse rewards for RL training.

Combinatorial Optimization Layout Design +3

Visual Dexterity: In-Hand Reorientation of Novel and Complex Object Shapes

1 code implementation21 Nov 2022 Tao Chen, Megha Tippur, Siyang Wu, Vikash Kumar, Edward Adelson, Pulkit Agrawal

The controller is trained using reinforcement learning in simulation and evaluated in the real world on new object shapes not used for training, including the most challenging scenario of reorienting objects held in the air by a downward-facing hand that must counteract gravity during reorientation.

Object

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